Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 36474 |
| Missing cells | 7370 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 22.2 MiB |
| Average record size in memory | 639.4 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 10 |
| Boolean | 1 |
Time_Orderd has a high cardinality: 176 distinct values | High cardinality |
Time_Order_picked has a high cardinality: 193 distinct values | High cardinality |
Restaurant_latitude is highly correlated with Delivery_location_latitude | High correlation |
Restaurant_longitude is highly correlated with Delivery_location_longitude | High correlation |
Delivery_location_latitude is highly correlated with Restaurant_latitude | High correlation |
Delivery_location_longitude is highly correlated with Restaurant_longitude | High correlation |
Restaurant_latitude is highly correlated with Restaurant_longitude and 2 other fields | High correlation |
Restaurant_longitude is highly correlated with Restaurant_latitude and 2 other fields | High correlation |
Delivery_location_latitude is highly correlated with Restaurant_latitude and 2 other fields | High correlation |
Delivery_location_longitude is highly correlated with Restaurant_latitude and 2 other fields | High correlation |
Restaurant_latitude is highly correlated with Delivery_location_latitude | High correlation |
Restaurant_longitude is highly correlated with Delivery_location_longitude | High correlation |
Delivery_location_latitude is highly correlated with Restaurant_latitude | High correlation |
Delivery_location_longitude is highly correlated with Restaurant_longitude | High correlation |
Delivery_person_Age is highly correlated with Delivery_person_Ratings and 3 other fields | High correlation |
Delivery_person_Ratings is highly correlated with Delivery_person_Age and 3 other fields | High correlation |
Restaurant_latitude is highly correlated with Restaurant_longitude and 2 other fields | High correlation |
Restaurant_longitude is highly correlated with Delivery_person_Age and 4 other fields | High correlation |
Delivery_location_latitude is highly correlated with Restaurant_latitude and 2 other fields | High correlation |
Delivery_location_longitude is highly correlated with Restaurant_latitude and 2 other fields | High correlation |
Vehicle_condition is highly correlated with Delivery_person_Age and 2 other fields | High correlation |
Type_of_vehicle is highly correlated with Delivery_person_Age and 2 other fields | High correlation |
multiple_deliveries is highly correlated with Time_taken | High correlation |
Festival is highly correlated with Time_taken | High correlation |
Time_taken is highly correlated with multiple_deliveries and 1 other fields | High correlation |
Delivery_person_Age has 1504 (4.1%) missing values | Missing |
Delivery_person_Ratings has 1546 (4.2%) missing values | Missing |
Time_Orderd has 1409 (3.9%) missing values | Missing |
Weather has 492 (1.3%) missing values | Missing |
Road_traffic_density has 482 (1.3%) missing values | Missing |
multiple_deliveries has 792 (2.2%) missing values | Missing |
City has 958 (2.6%) missing values | Missing |
Restaurant_latitude has 2895 (7.9%) zeros | Zeros |
Restaurant_longitude has 2895 (7.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-08-27 16:05:25.868769 |
|---|---|
| Analysis finished | 2022-08-27 16:05:40.260381 |
| Duration | 14.39 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1504 |
| Missing (%) | 4.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.57932514 |
| Minimum | 15 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.1 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 20.45 |
| Q1 | 25 |
| median | 30 |
| Q3 | 35 |
| 95-th percentile | 39 |
| Maximum | 50 |
| Range | 35 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.815759296 |
|---|---|
| Coefficient of variation (CV) | 0.1966156858 |
| Kurtosis | -1.062652747 |
| Mean | 29.57932514 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.01275537863 |
| Sum | 1034389 |
| Variance | 33.82305619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 1825 | 5.0% |
| 36 | 1813 | 5.0% |
| 38 | 1801 | 4.9% |
| 30 | 1779 | 4.9% |
| 22 | 1774 | 4.9% |
| 37 | 1767 | 4.8% |
| 29 | 1765 | 4.8% |
| 32 | 1762 | 4.8% |
| 33 | 1750 | 4.8% |
| 24 | 1749 | 4.8% |
| Other values (12) | 17185 |
| Value | Count | Frequency (%) |
| 15 | 30 | 0.1% |
| 20 | 1719 | |
| 21 | 1704 | |
| 22 | 1774 | |
| 23 | 1664 | |
| 24 | 1749 | |
| 25 | 1717 | |
| 26 | 1695 | |
| 27 | 1736 | |
| 28 | 1727 |
| Value | Count | Frequency (%) |
| 50 | 41 | 0.1% |
| 39 | 1712 | |
| 38 | 1801 | |
| 37 | 1767 | |
| 36 | 1813 | |
| 35 | 1825 | |
| 34 | 1723 | |
| 33 | 1750 | |
| 32 | 1762 | |
| 31 | 1717 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1546 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.633574782 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.5 |
| median | 4.7 |
| Q3 | 4.9 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.333933149 |
|---|---|
| Coefficient of variation (CV) | 0.07206814711 |
| Kurtosis | 15.48293613 |
| Mean | 4.633574782 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -2.470103294 |
| Sum | 161841.5 |
| Variance | 0.111511348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.8 | 5704 | |
| 4.7 | 5692 | |
| 4.9 | 5635 | |
| 4.6 | 5556 | |
| 5 | 3195 | |
| 4.5 | 2625 | |
| 4.1 | 1146 | 3.1% |
| 4.3 | 1135 | 3.1% |
| 4.4 | 1122 | 3.1% |
| 4.2 | 1099 | 3.0% |
| Other values (18) | 2019 | 5.5% |
| (Missing) | 1546 | 4.2% |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 2.5 | 15 | |
| 2.6 | 14 | |
| 2.7 | 19 | |
| 2.8 | 14 | |
| 2.9 | 13 | |
| 3 | 5 | < 0.1% |
| 3.1 | 24 | |
| 3.2 | 22 | |
| 3.3 | 19 |
| Value | Count | Frequency (%) |
| 6 | 41 | 0.1% |
| 5 | 3195 | |
| 4.9 | 5635 | |
| 4.8 | 5704 | |
| 4.7 | 5692 | |
| 4.6 | 5556 | |
| 4.5 | 2625 | |
| 4.4 | 1122 | 3.1% |
| 4.3 | 1135 | 3.1% |
| 4.2 | 1099 | 3.0% |
Restaurant_latitude
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 635 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.0175992 |
| Minimum | -30.905562 |
|---|---|
| Maximum | 30.914057 |
| Zeros | 2895 |
| Zeros (%) | 7.9% |
| Negative | 354 |
| Negative (%) | 1.0% |
| Memory size | 285.1 KiB |
Quantile statistics
| Minimum | -30.905562 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.933284 |
| median | 18.55144 |
| Q3 | 22.728163 |
| 95-th percentile | 26.913987 |
| Maximum | 30.914057 |
| Range | 61.819619 |
| Interquartile range (IQR) | 9.794879 |
Descriptive statistics
| Standard deviation | 8.190672134 |
|---|---|
| Coefficient of variation (CV) | 0.4813059725 |
| Kurtosis | 3.813834451 |
| Mean | 17.0175992 |
| Median Absolute Deviation (MAD) | 5.484678 |
| Skewness | -1.383686322 |
| Sum | 620699.9133 |
| Variance | 67.08711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2895 | 7.9% |
| 26.911378 | 151 | 0.4% |
| 26.88842 | 146 | 0.4% |
| 26.914142 | 144 | 0.4% |
| 19.131141 | 144 | 0.4% |
| 21.173493 | 143 | 0.4% |
| 23.371292 | 143 | 0.4% |
| 12.979166 | 142 | 0.4% |
| 17.41233 | 141 | 0.4% |
| 26.905287 | 140 | 0.4% |
| Other values (625) | 32285 |
| Value | Count | Frequency (%) |
| -30.905562 | 1 | < 0.1% |
| -30.902872 | 2 | |
| -30.899584 | 1 | < 0.1% |
| -30.895817 | 3 | |
| -30.893384 | 1 | < 0.1% |
| -30.893244 | 1 | < 0.1% |
| -30.890184 | 1 | < 0.1% |
| -30.885915 | 1 | < 0.1% |
| -30.885814 | 1 | < 0.1% |
| -30.873988 | 2 |
| Value | Count | Frequency (%) |
| 30.914057 | 35 | |
| 30.905562 | 28 | |
| 30.902872 | 23 | |
| 30.899992 | 26 | |
| 30.899584 | 30 | |
| 30.895817 | 28 | |
| 30.895204 | 33 | |
| 30.893384 | 32 | |
| 30.893244 | 26 | |
| 30.893234 | 26 |
Restaurant_longitude
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 503 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.23567533 |
| Minimum | -88.366217 |
|---|---|
| Maximum | 88.433452 |
| Zeros | 2895 |
| Zeros (%) | 7.9% |
| Negative | 138 |
| Negative (%) | 0.4% |
| Memory size | 285.1 KiB |
Quantile statistics
| Minimum | -88.366217 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 73.17 |
| median | 75.898497 |
| Q3 | 78.045359 |
| 95-th percentile | 85.325347 |
| Maximum | 88.433452 |
| Range | 176.799669 |
| Interquartile range (IQR) | 4.875359 |
Descriptive statistics
| Standard deviation | 22.94683429 |
|---|---|
| Coefficient of variation (CV) | 0.3267119478 |
| Kurtosis | 10.51608333 |
| Mean | 70.23567533 |
| Median Absolute Deviation (MAD) | 2.164046 |
| Skewness | -3.242196708 |
| Sum | 2561776.022 |
| Variance | 526.5572042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2895 | 7.9% |
| 75.789034 | 151 | 0.4% |
| 75.800689 | 146 | 0.4% |
| 75.805704 | 145 | 0.4% |
| 85.327872 | 144 | 0.4% |
| 72.813074 | 144 | 0.4% |
| 72.801953 | 143 | 0.4% |
| 77.640709 | 142 | 0.4% |
| 75.797282 | 141 | 0.4% |
| 78.449654 | 141 | 0.4% |
| Other values (493) | 32282 |
| Value | Count | Frequency (%) |
| -88.366217 | 1 | |
| -88.352885 | 1 | |
| -88.349843 | 1 | |
| -88.322337 | 1 | |
| -85.33982 | 1 | |
| -85.335486 | 1 | |
| -85.325731 | 2 | |
| -85.325447 | 2 | |
| -85.325146 | 1 | |
| -81.860187 | 1 |
| Value | Count | Frequency (%) |
| 88.433452 | 28 | |
| 88.433187 | 32 | |
| 88.400581 | 26 | |
| 88.400467 | 27 | |
| 88.39331 | 29 | |
| 88.393294 | 33 | |
| 88.368628 | 27 | |
| 88.36783 | 22 | |
| 88.366217 | 26 | |
| 88.365507 | 34 |
Delivery_location_latitude
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4347 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.47502819 |
| Minimum | 0.01 |
|---|---|
| Maximum | 31.054057 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 12.989096 |
| median | 18.639156 |
| Q3 | 22.785207 |
| 95-th percentile | 27.022313 |
| Maximum | 31.054057 |
| Range | 31.044057 |
| Interquartile range (IQR) | 9.796111 |
Descriptive statistics
| Standard deviation | 7.317831025 |
|---|---|
| Coefficient of variation (CV) | 0.4187593259 |
| Kurtosis | 0.2769021953 |
| Mean | 17.47502819 |
| Median Absolute Deviation (MAD) | 5.479376 |
| Skewness | -0.707343297 |
| Sum | 637384.1782 |
| Variance | 53.55065092 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.13 | 277 | 0.8% |
| 0.11 | 273 | 0.7% |
| 0.06 | 270 | 0.7% |
| 0.09 | 268 | 0.7% |
| 0.02 | 264 | 0.7% |
| 0.01 | 262 | 0.7% |
| 0.03 | 261 | 0.7% |
| 0.05 | 258 | 0.7% |
| 0.08 | 257 | 0.7% |
| 0.04 | 255 | 0.7% |
| Other values (4337) | 33829 |
| Value | Count | Frequency (%) |
| 0.01 | 262 | |
| 0.02 | 264 | |
| 0.03 | 261 | |
| 0.04 | 255 | |
| 0.05 | 258 | |
| 0.06 | 270 | |
| 0.07 | 250 | |
| 0.08 | 257 | |
| 0.09 | 268 | |
| 0.11 | 273 |
| Value | Count | Frequency (%) |
| 31.054057 | 1 | < 0.1% |
| 31.045562 | 4 | |
| 31.044057 | 4 | |
| 31.042872 | 2 | |
| 31.039992 | 3 | |
| 31.039584 | 3 | |
| 31.035817 | 4 | |
| 31.035562 | 3 | |
| 31.035204 | 4 | |
| 31.033384 | 3 |
Delivery_location_longitude
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4347 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.88584124 |
| Minimum | 0.01 |
|---|---|
| Maximum | 88.563452 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 73.279083 |
| median | 76.0034 |
| Q3 | 78.112543 |
| 95-th percentile | 85.376842 |
| Maximum | 88.563452 |
| Range | 88.553452 |
| Interquartile range (IQR) | 4.83346 |
Descriptive statistics
| Standard deviation | 21.06738054 |
|---|---|
| Coefficient of variation (CV) | 0.297201531 |
| Kurtosis | 7.167204335 |
| Mean | 70.88584124 |
| Median Absolute Deviation (MAD) | 2.202319 |
| Skewness | -2.965856959 |
| Sum | 2585490.173 |
| Variance | 443.8345229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.13 | 277 | 0.8% |
| 0.11 | 273 | 0.7% |
| 0.06 | 270 | 0.7% |
| 0.09 | 268 | 0.7% |
| 0.02 | 264 | 0.7% |
| 0.01 | 262 | 0.7% |
| 0.03 | 261 | 0.7% |
| 0.05 | 258 | 0.7% |
| 0.08 | 257 | 0.7% |
| 0.04 | 255 | 0.7% |
| Other values (4337) | 33829 |
| Value | Count | Frequency (%) |
| 0.01 | 262 | |
| 0.02 | 264 | |
| 0.03 | 261 | |
| 0.04 | 255 | |
| 0.05 | 258 | |
| 0.06 | 270 | |
| 0.07 | 250 | |
| 0.08 | 257 | |
| 0.09 | 268 | |
| 0.11 | 273 |
| Value | Count | Frequency (%) |
| 88.563452 | 1 | < 0.1% |
| 88.563187 | 3 | |
| 88.543452 | 3 | |
| 88.543187 | 3 | |
| 88.530581 | 4 | |
| 88.530467 | 2 | |
| 88.523452 | 3 | |
| 88.52331 | 2 | |
| 88.523294 | 2 | |
| 88.523187 | 2 |
Order_Date
Categorical
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| 15-03-2022 | 975 |
|---|---|
| 05-03-2022 | 947 |
| 03-04-2022 | 943 |
| 13-03-2022 | 939 |
| 26-03-2022 | 939 |
| Other values (39) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 364740 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 15-03-2022 |
|---|---|
| 2nd row | 16-03-2022 |
| 3rd row | 31-03-2022 |
| 4th row | 20-03-2022 |
| 5th row | 30-03-2022 |
Common Values
| Value | Count | Frequency (%) |
| 15-03-2022 | 975 | 2.7% |
| 05-03-2022 | 947 | 2.6% |
| 03-04-2022 | 943 | 2.6% |
| 13-03-2022 | 939 | 2.6% |
| 26-03-2022 | 939 | 2.6% |
| 03-03-2022 | 931 | 2.6% |
| 09-03-2022 | 931 | 2.6% |
| 05-04-2022 | 930 | 2.5% |
| 21-03-2022 | 922 | 2.5% |
| 07-03-2022 | 918 | 2.5% |
| Other values (34) | 27099 |
Length
| Value | Count | Frequency (%) |
| 15-03-2022 | 975 | 2.7% |
| 05-03-2022 | 947 | 2.6% |
| 03-04-2022 | 943 | 2.6% |
| 13-03-2022 | 939 | 2.6% |
| 26-03-2022 | 939 | 2.6% |
| 03-03-2022 | 931 | 2.6% |
| 09-03-2022 | 931 | 2.6% |
| 05-04-2022 | 930 | 2.5% |
| 21-03-2022 | 922 | 2.5% |
| 07-03-2022 | 918 | 2.5% |
| Other values (34) | 27099 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 125808 | |
| 0 | 88338 | |
| - | 72948 | |
| 3 | 31661 | 8.7% |
| 1 | 19496 | 5.3% |
| 4 | 8975 | 2.5% |
| 5 | 4404 | 1.2% |
| 6 | 3976 | 1.1% |
| 7 | 3366 | 0.9% |
| 8 | 3142 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 291792 | |
| Dash Punctuation | 72948 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 125808 | |
| 0 | 88338 | |
| 3 | 31661 | 10.9% |
| 1 | 19496 | 6.7% |
| 4 | 8975 | 3.1% |
| 5 | 4404 | 1.5% |
| 6 | 3976 | 1.4% |
| 7 | 3366 | 1.2% |
| 8 | 3142 | 1.1% |
| 9 | 2626 | 0.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 72948 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 364740 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 125808 | |
| 0 | 88338 | |
| - | 72948 | |
| 3 | 31661 | 8.7% |
| 1 | 19496 | 5.3% |
| 4 | 8975 | 2.5% |
| 5 | 4404 | 1.2% |
| 6 | 3976 | 1.1% |
| 7 | 3366 | 0.9% |
| 8 | 3142 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 364740 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 125808 | |
| 0 | 88338 | |
| - | 72948 | |
| 3 | 31661 | 8.7% |
| 1 | 19496 | 5.3% |
| 4 | 8975 | 2.5% |
| 5 | 4404 | 1.2% |
| 6 | 3976 | 1.1% |
| 7 | 3366 | 0.9% |
| 8 | 3142 | 0.9% |
| Distinct | 176 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1409 |
| Missing (%) | 3.9% |
| Memory size | 2.1 MiB |
| 21:35 | 373 |
|---|---|
| 17:55 | 369 |
| 21:55 | 366 |
| 22:20 | 362 |
| 21:15 | 360 |
| Other values (171) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.909739056 |
| Min length | 4 |
Characters and Unicode
| Total characters | 172160 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11:50 |
|---|---|
| 2nd row | 19:40 |
| 3rd row | 23:20 |
| 4th row | 20:60 |
| 5th row | 21:50 |
Common Values
| Value | Count | Frequency (%) |
| 21:35 | 373 | 1.0% |
| 17:55 | 369 | 1.0% |
| 21:55 | 366 | 1.0% |
| 22:20 | 362 | 1.0% |
| 21:15 | 360 | 1.0% |
| 19:55 | 355 | 1.0% |
| 17:35 | 351 | 1.0% |
| 17:40 | 351 | 1.0% |
| 19:60 | 351 | 1.0% |
| 18:35 | 350 | 1.0% |
| Other values (166) | 31477 | |
| (Missing) | 1409 | 3.9% |
Length
| Value | Count | Frequency (%) |
| 21:35 | 373 | 1.1% |
| 17:55 | 369 | 1.1% |
| 21:55 | 366 | 1.0% |
| 22:20 | 362 | 1.0% |
| 21:15 | 360 | 1.0% |
| 19:55 | 355 | 1.0% |
| 17:35 | 351 | 1.0% |
| 17:40 | 351 | 1.0% |
| 19:60 | 351 | 1.0% |
| 18:35 | 350 | 1.0% |
| Other values (166) | 31477 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 35065 | |
| 1 | 28823 | |
| 2 | 25287 | |
| 0 | 24212 | |
| 5 | 23048 | |
| 3 | 10687 | 6.2% |
| 4 | 7071 | 4.1% |
| 9 | 5258 | 3.1% |
| 8 | 5182 | 3.0% |
| 6 | 3813 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 137095 | |
| Other Punctuation | 35065 | 20.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 28823 | |
| 2 | 25287 | |
| 0 | 24212 | |
| 5 | 23048 | |
| 3 | 10687 | 7.8% |
| 4 | 7071 | 5.2% |
| 9 | 5258 | 3.8% |
| 8 | 5182 | 3.8% |
| 6 | 3813 | 2.8% |
| 7 | 3714 | 2.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 35065 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 172160 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| : | 35065 | |
| 1 | 28823 | |
| 2 | 25287 | |
| 0 | 24212 | |
| 5 | 23048 | |
| 3 | 10687 | 6.2% |
| 4 | 7071 | 4.1% |
| 9 | 5258 | 3.1% |
| 8 | 5182 | 3.0% |
| 6 | 3813 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 172160 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| : | 35065 | |
| 1 | 28823 | |
| 2 | 25287 | |
| 0 | 24212 | |
| 5 | 23048 | |
| 3 | 10687 | 6.2% |
| 4 | 7071 | 4.1% |
| 9 | 5258 | 3.1% |
| 8 | 5182 | 3.0% |
| 6 | 3813 | 2.2% |
| Distinct | 193 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| 21:30 | 386 |
|---|---|
| 17:55 | 380 |
| 18:05 | 377 |
| 21:45 | 375 |
| 22:25 | 370 |
| Other values (188) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.918380216 |
| Min length | 4 |
Characters and Unicode
| Total characters | 179393 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 12:05 |
|---|---|
| 2nd row | 19:45 |
| 3rd row | 23:25 |
| 4th row | 21:15 |
| 5th row | 22:05 |
Common Values
| Value | Count | Frequency (%) |
| 21:30 | 386 | 1.1% |
| 17:55 | 380 | 1.0% |
| 18:05 | 377 | 1.0% |
| 21:45 | 375 | 1.0% |
| 22:25 | 370 | 1.0% |
| 22:40 | 369 | 1.0% |
| 19:60 | 368 | 1.0% |
| 23:50 | 363 | 1.0% |
| 23:05 | 363 | 1.0% |
| 18:45 | 362 | 1.0% |
| Other values (183) | 32761 |
Length
| Value | Count | Frequency (%) |
| 21:30 | 386 | 1.1% |
| 17:55 | 380 | 1.0% |
| 18:05 | 377 | 1.0% |
| 21:45 | 375 | 1.0% |
| 22:25 | 370 | 1.0% |
| 22:40 | 369 | 1.0% |
| 19:60 | 368 | 1.0% |
| 23:50 | 363 | 1.0% |
| 23:05 | 363 | 1.0% |
| 18:45 | 362 | 1.0% |
| Other values (183) | 32761 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 36474 | |
| 1 | 27496 | |
| 0 | 26465 | |
| 5 | 26143 | |
| 2 | 26088 | |
| 3 | 11026 | 6.1% |
| 4 | 7985 | 4.5% |
| 9 | 5361 | 3.0% |
| 8 | 5181 | 2.9% |
| 6 | 3930 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 142919 | |
| Other Punctuation | 36474 | 20.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 27496 | |
| 0 | 26465 | |
| 5 | 26143 | |
| 2 | 26088 | |
| 3 | 11026 | |
| 4 | 7985 | 5.6% |
| 9 | 5361 | 3.8% |
| 8 | 5181 | 3.6% |
| 6 | 3930 | 2.7% |
| 7 | 3244 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 36474 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 179393 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| : | 36474 | |
| 1 | 27496 | |
| 0 | 26465 | |
| 5 | 26143 | |
| 2 | 26088 | |
| 3 | 11026 | 6.1% |
| 4 | 7985 | 4.5% |
| 9 | 5361 | 3.0% |
| 8 | 5181 | 2.9% |
| 6 | 3930 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179393 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| : | 36474 | |
| 1 | 27496 | |
| 0 | 26465 | |
| 5 | 26143 | |
| 2 | 26088 | |
| 3 | 11026 | 6.1% |
| 4 | 7985 | 4.5% |
| 9 | 5361 | 3.0% |
| 8 | 5181 | 2.9% |
| 6 | 3930 | 2.2% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 492 |
| Missing (%) | 1.3% |
| Memory size | 2.2 MiB |
| Fog | |
|---|---|
| Stormy | |
| Cloudy | |
| Windy | |
| Sandstorms |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 5.823745206 |
| Min length | 3 |
Characters and Unicode
| Total characters | 209550 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cloudy |
|---|---|
| 2nd row | Sandstorms |
| 3rd row | Sandstorms |
| 4th row | Stormy |
| 5th row | Sandstorms |
Common Values
| Value | Count | Frequency (%) |
| Fog | 6119 | |
| Stormy | 6070 | |
| Cloudy | 6013 | |
| Windy | 5999 | |
| Sandstorms | 5959 | |
| Sunny | 5822 | |
| (Missing) | 492 | 1.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| fog | 6119 | |
| stormy | 6070 | |
| cloudy | 6013 | |
| windy | 5999 | |
| sandstorms | 5959 | |
| sunny | 5822 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 24161 | |
| y | 23904 | |
| n | 23602 | |
| d | 17971 | |
| S | 17851 | |
| r | 12029 | 5.7% |
| t | 12029 | 5.7% |
| m | 12029 | 5.7% |
| s | 11918 | 5.7% |
| u | 11835 | 5.6% |
| Other values (7) | 42221 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 173568 | |
| Uppercase Letter | 35982 | 17.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 24161 | |
| y | 23904 | |
| n | 23602 | |
| d | 17971 | |
| r | 12029 | |
| t | 12029 | |
| m | 12029 | |
| s | 11918 | |
| u | 11835 | |
| g | 6119 | 3.5% |
| Other values (3) | 17971 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 17851 | |
| F | 6119 | 17.0% |
| C | 6013 | 16.7% |
| W | 5999 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 209550 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 24161 | |
| y | 23904 | |
| n | 23602 | |
| d | 17971 | |
| S | 17851 | |
| r | 12029 | 5.7% |
| t | 12029 | 5.7% |
| m | 12029 | 5.7% |
| s | 11918 | 5.7% |
| u | 11835 | 5.6% |
| Other values (7) | 42221 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 209550 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 24161 | |
| y | 23904 | |
| n | 23602 | |
| d | 17971 | |
| S | 17851 | |
| r | 12029 | 5.7% |
| t | 12029 | 5.7% |
| m | 12029 | 5.7% |
| s | 11918 | 5.7% |
| u | 11835 | 5.6% |
| Other values (7) | 42221 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 482 |
| Missing (%) | 1.3% |
| Memory size | 2.1 MiB |
| Low | |
|---|---|
| Jam | |
| Medium | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.8286008 |
| Min length | 3 |
Characters and Unicode
| Total characters | 137799 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High |
|---|---|
| 2nd row | Jam |
| 3rd row | Low |
| 4th row | Jam |
| 5th row | Jam |
Common Values
| Value | Count | Frequency (%) |
| Low | 12366 | |
| Jam | 11325 | |
| Medium | 8761 | |
| High | 3540 | 9.7% |
| (Missing) | 482 | 1.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| low | 12366 | |
| jam | 11325 | |
| medium | 8761 | |
| high | 3540 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 20086 | |
| w | 12366 | |
| o | 12366 | |
| L | 12366 | |
| i | 12301 | |
| a | 11325 | |
| J | 11325 | |
| u | 8761 | |
| d | 8761 | |
| e | 8761 | |
| Other values (4) | 19381 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 101807 | |
| Uppercase Letter | 35992 | 26.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 20086 | |
| w | 12366 | |
| o | 12366 | |
| i | 12301 | |
| a | 11325 | |
| u | 8761 | |
| d | 8761 | |
| e | 8761 | |
| h | 3540 | 3.5% |
| g | 3540 | 3.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 12366 | |
| J | 11325 | |
| M | 8761 | |
| H | 3540 | 9.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 137799 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 20086 | |
| w | 12366 | |
| o | 12366 | |
| L | 12366 | |
| i | 12301 | |
| a | 11325 | |
| J | 11325 | |
| u | 8761 | |
| d | 8761 | |
| e | 8761 | |
| Other values (4) | 19381 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 137799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 20086 | |
| w | 12366 | |
| o | 12366 | |
| L | 12366 | |
| i | 12301 | |
| a | 11325 | |
| J | 11325 | |
| u | 8761 | |
| d | 8761 | |
| e | 8761 | |
| Other values (4) | 19381 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| 2 | |
|---|---|
| 0 | |
| 1 | |
| 3 | 415 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 36474 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 12079 | |
| 0 | 12016 | |
| 1 | 11964 | |
| 3 | 415 | 1.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2 | 12079 | |
| 0 | 12016 | |
| 1 | 11964 | |
| 3 | 415 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 12079 | |
| 0 | 12016 | |
| 1 | 11964 | |
| 3 | 415 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 36474 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 12079 | |
| 0 | 12016 | |
| 1 | 11964 | |
| 3 | 415 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36474 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 12079 | |
| 0 | 12016 | |
| 1 | 11964 | |
| 3 | 415 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36474 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 12079 | |
| 0 | 12016 | |
| 1 | 11964 | |
| 3 | 415 | 1.1% |
Type_of_order
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| Snack | |
|---|---|
| Meal | |
| Buffet | |
| Drinks |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.24230959 |
| Min length | 4 |
Characters and Unicode
| Total characters | 191208 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Buffet |
|---|---|
| 2nd row | Buffet |
| 3rd row | Meal |
| 4th row | Snack |
| 5th row | Drinks |
Common Values
| Value | Count | Frequency (%) |
| Snack | 9232 | |
| Meal | 9202 | |
| Buffet | 9030 | |
| Drinks | 9010 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| snack | 9232 | |
| meal | 9202 | |
| buffet | 9030 | |
| drinks | 9010 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 18434 | 9.6% |
| k | 18242 | 9.5% |
| n | 18242 | 9.5% |
| e | 18232 | 9.5% |
| f | 18060 | 9.4% |
| c | 9232 | 4.8% |
| S | 9232 | 4.8% |
| l | 9202 | 4.8% |
| M | 9202 | 4.8% |
| t | 9030 | 4.7% |
| Other values (6) | 54100 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 154734 | |
| Uppercase Letter | 36474 | 19.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 18434 | |
| k | 18242 | |
| n | 18242 | |
| e | 18232 | |
| f | 18060 | |
| c | 9232 | |
| l | 9202 | |
| t | 9030 | |
| u | 9030 | |
| s | 9010 | |
| Other values (2) | 18020 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 9232 | |
| M | 9202 | |
| B | 9030 | |
| D | 9010 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 191208 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 18434 | 9.6% |
| k | 18242 | 9.5% |
| n | 18242 | 9.5% |
| e | 18232 | 9.5% |
| f | 18060 | 9.4% |
| c | 9232 | 4.8% |
| S | 9232 | 4.8% |
| l | 9202 | 4.8% |
| M | 9202 | 4.8% |
| t | 9030 | 4.7% |
| Other values (6) | 54100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 191208 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 18434 | 9.6% |
| k | 18242 | 9.5% |
| n | 18242 | 9.5% |
| e | 18232 | 9.5% |
| f | 18060 | 9.4% |
| c | 9232 | 4.8% |
| S | 9232 | 4.8% |
| l | 9202 | 4.8% |
| M | 9202 | 4.8% |
| t | 9030 | 4.7% |
| Other values (6) | 54100 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| motorcycle | |
|---|---|
| scooter | |
| electric_scooter | |
| bicycle | 56 |
Length
| Max length | 16 |
|---|---|
| Median length | 10 |
| Mean length | 9.500329001 |
| Min length | 7 |
Characters and Unicode
| Total characters | 346515 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | scooter |
|---|---|
| 2nd row | motorcycle |
| 3rd row | motorcycle |
| 4th row | motorcycle |
| 5th row | electric_scooter |
Common Values
| Value | Count | Frequency (%) |
| motorcycle | 21144 | |
| scooter | 12189 | |
| electric_scooter | 3085 | 8.5% |
| bicycle | 56 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| motorcycle | 21144 | |
| scooter | 12189 | |
| electric_scooter | 3085 | 8.5% |
| bicycle | 56 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 72836 | |
| c | 63844 | |
| e | 42644 | |
| r | 39503 | |
| t | 39503 | |
| l | 24285 | 7.0% |
| y | 21200 | 6.1% |
| m | 21144 | 6.1% |
| s | 15274 | 4.4% |
| i | 3141 | 0.9% |
| Other values (2) | 3141 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 343430 | |
| Connector Punctuation | 3085 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 72836 | |
| c | 63844 | |
| e | 42644 | |
| r | 39503 | |
| t | 39503 | |
| l | 24285 | 7.1% |
| y | 21200 | 6.2% |
| m | 21144 | 6.2% |
| s | 15274 | 4.4% |
| i | 3141 | 0.9% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3085 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 343430 | |
| Common | 3085 | 0.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 72836 | |
| c | 63844 | |
| e | 42644 | |
| r | 39503 | |
| t | 39503 | |
| l | 24285 | 7.1% |
| y | 21200 | 6.2% |
| m | 21144 | 6.2% |
| s | 15274 | 4.4% |
| i | 3141 | 0.9% |
Common
| Value | Count | Frequency (%) |
| _ | 3085 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 346515 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 72836 | |
| c | 63844 | |
| e | 42644 | |
| r | 39503 | |
| t | 39503 | |
| l | 24285 | 7.0% |
| y | 21200 | 6.1% |
| m | 21144 | 6.1% |
| s | 15274 | 4.4% |
| i | 3141 | 0.9% |
| Other values (2) | 3141 | 0.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 792 |
| Missing (%) | 2.2% |
| Memory size | 2.1 MiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 2.0 | 1552 |
| 3.0 | 293 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 107046 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 22569 | |
| 0.0 | 11268 | |
| 2.0 | 1552 | 4.3% |
| 3.0 | 293 | 0.8% |
| (Missing) | 792 | 2.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 22569 | |
| 0.0 | 11268 | |
| 2.0 | 1552 | 4.3% |
| 3.0 | 293 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 46950 | |
| . | 35682 | |
| 1 | 22569 | |
| 2 | 1552 | 1.4% |
| 3 | 293 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71364 | |
| Other Punctuation | 35682 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 46950 | |
| 1 | 22569 | |
| 2 | 1552 | 2.2% |
| 3 | 293 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 35682 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 107046 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 46950 | |
| . | 35682 | |
| 1 | 22569 | |
| 2 | 1552 | 1.4% |
| 3 | 293 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 107046 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 46950 | |
| . | 35682 | |
| 1 | 22569 | |
| 2 | 1552 | 1.4% |
| 3 | 293 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 187 |
| Missing (%) | 0.5% |
| Memory size | 71.4 KiB |
| False | |
|---|---|
| True | 713 |
| (Missing) | 187 |
| Value | Count | Frequency (%) |
| False | 35574 | |
| True | 713 | 2.0% |
| (Missing) | 187 | 0.5% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 958 |
| Missing (%) | 2.6% |
| Memory size | 2.3 MiB |
| Metropolitian | |
|---|---|
| Urban | |
| Semi-Urban | 127 |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 11.17059917 |
| Min length | 5 |
Characters and Unicode
| Total characters | 396735 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Metropolitian |
|---|---|
| 2nd row | Metropolitian |
| 3rd row | Metropolitian |
| 4th row | Metropolitian |
| 5th row | Metropolitian |
Common Values
| Value | Count | Frequency (%) |
| Metropolitian | 27315 | |
| Urban | 8074 | 22.1% |
| Semi-Urban | 127 | 0.3% |
| (Missing) | 958 | 2.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| metropolitian | 27315 | |
| urban | 8074 | 22.7% |
| semi-urban | 127 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 54757 | |
| o | 54630 | |
| t | 54630 | |
| n | 35516 | |
| a | 35516 | |
| r | 35516 | |
| e | 27442 | |
| l | 27315 | |
| p | 27315 | |
| M | 27315 | |
| Other values (5) | 16783 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 360965 | |
| Uppercase Letter | 35643 | 9.0% |
| Dash Punctuation | 127 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 54757 | |
| o | 54630 | |
| t | 54630 | |
| n | 35516 | |
| a | 35516 | |
| r | 35516 | |
| e | 27442 | |
| l | 27315 | |
| p | 27315 | |
| b | 8201 | 2.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 27315 | |
| U | 8201 | 23.0% |
| S | 127 | 0.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 127 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 396608 | |
| Common | 127 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 54757 | |
| o | 54630 | |
| t | 54630 | |
| n | 35516 | |
| a | 35516 | |
| r | 35516 | |
| e | 27442 | |
| l | 27315 | |
| p | 27315 | |
| M | 27315 | |
| Other values (4) | 16656 | 4.2% |
Common
| Value | Count | Frequency (%) |
| - | 127 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 396735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 54757 | |
| o | 54630 | |
| t | 54630 | |
| n | 35516 | |
| a | 35516 | |
| r | 35516 | |
| e | 27442 | |
| l | 27315 | |
| p | 27315 | |
| M | 27315 | |
| Other values (5) | 16783 | 4.2% |
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.28639579 |
| Minimum | 10 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.1 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 19 |
| median | 26 |
| Q3 | 32 |
| 95-th percentile | 44 |
| Maximum | 54 |
| Range | 44 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.38207989 |
|---|---|
| Coefficient of variation (CV) | 0.3569176986 |
| Kurtosis | -0.3118708603 |
| Mean | 26.28639579 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.4845153376 |
| Sum | 958770 |
| Variance | 88.02342307 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 1669 | 4.6% |
| 25 | 1643 | 4.5% |
| 27 | 1618 | 4.4% |
| 28 | 1577 | 4.3% |
| 29 | 1557 | 4.3% |
| 15 | 1475 | 4.0% |
| 19 | 1448 | 4.0% |
| 18 | 1413 | 3.9% |
| 16 | 1378 | 3.8% |
| 17 | 1354 | 3.7% |
| Other values (35) | 21342 |
| Value | Count | Frequency (%) |
| 10 | 600 | |
| 11 | 610 | |
| 12 | 597 | |
| 13 | 570 | 1.6% |
| 14 | 586 | 1.6% |
| 15 | 1475 | |
| 16 | 1378 | |
| 17 | 1354 | |
| 18 | 1413 | |
| 19 | 1448 |
| Value | Count | Frequency (%) |
| 54 | 70 | 0.2% |
| 53 | 79 | 0.2% |
| 52 | 67 | 0.2% |
| 51 | 75 | 0.2% |
| 50 | 54 | 0.1% |
| 49 | 228 | |
| 48 | 230 | |
| 47 | 228 | |
| 46 | 203 | |
| 45 | 198 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Delivery_person_Age | Delivery_person_Ratings | Restaurant_latitude | Restaurant_longitude | Delivery_location_latitude | Delivery_location_longitude | Order_Date | Time_Orderd | Time_Order_picked | Weather | Road_traffic_density | Vehicle_condition | Type_of_order | Type_of_vehicle | multiple_deliveries | Festival | City | Time_taken | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 32.0 | 4.6 | 12.310972 | 76.659264 | 12.330972 | 76.679264 | 15-03-2022 | 11:50 | 12:05 | Cloudy | High | 1 | Buffet | scooter | 1.0 | No | Metropolitian | 32.0 |
| 1 | 32.0 | 4.5 | 22.761226 | 75.887522 | 22.851226 | 75.977522 | 16-03-2022 | 19:40 | 19:45 | Sandstorms | Jam | 1 | Buffet | motorcycle | 0.0 | No | Metropolitian | 37.0 |
| 2 | 38.0 | 4.9 | 21.175104 | 72.804342 | 21.255104 | 72.884342 | 31-03-2022 | 23:20 | 23:25 | Sandstorms | Low | 2 | Meal | motorcycle | 1.0 | No | Metropolitian | 18.0 |
| 3 | 27.0 | 4.7 | 26.911927 | 75.797282 | 26.991927 | 75.877282 | 20-03-2022 | 20:60 | 21:15 | Stormy | Jam | 1 | Snack | motorcycle | 1.0 | No | Metropolitian | 29.0 |
| 4 | 28.0 | 4.8 | 12.299524 | 76.642620 | 12.349524 | 76.692620 | 30-03-2022 | 21:50 | 22:05 | Sandstorms | Jam | 2 | Drinks | electric_scooter | 1.0 | No | Metropolitian | 14.0 |
| 5 | 20.0 | 4.5 | 23.359194 | 85.325447 | 23.409194 | 85.375447 | 11-03-2022 | 21:45 | 21:55 | Windy | Jam | 2 | Meal | scooter | 0.0 | No | Metropolitian | 19.0 |
| 6 | 23.0 | 5.0 | 13.005801 | 80.250744 | 13.095801 | 80.340744 | 12-03-2022 | 17:40 | 17:45 | Sandstorms | Medium | 1 | Drinks | scooter | 0.0 | No | Metropolitian | 28.0 |
| 7 | 21.0 | 4.6 | 23.354422 | 85.332900 | 23.434422 | 85.412900 | 04-03-2022 | 17:50 | 17:60 | Windy | Medium | 1 | Buffet | scooter | NaN | No | Metropolitian | 24.0 |
| 8 | 38.0 | 4.7 | 22.308096 | 73.167753 | 22.348096 | 73.207753 | 19-03-2022 | 14:50 | 14:60 | Sunny | High | 1 | Buffet | scooter | 1.0 | No | Metropolitian | 23.0 |
| 9 | 34.0 | 3.5 | 13.029780 | 80.208812 | 13.099780 | 80.278812 | 20-03-2022 | 23:15 | 23:20 | Fog | Low | 2 | Meal | scooter | 0.0 | No | Metropolitian | 39.0 |
Last rows
| Delivery_person_Age | Delivery_person_Ratings | Restaurant_latitude | Restaurant_longitude | Delivery_location_latitude | Delivery_location_longitude | Order_Date | Time_Orderd | Time_Order_picked | Weather | Road_traffic_density | Vehicle_condition | Type_of_order | Type_of_vehicle | multiple_deliveries | Festival | City | Time_taken | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36464 | 25.0 | 4.8 | 25.450317 | 81.831681 | 25.490317 | 81.871681 | 13-02-2022 | 15:45 | 15:55 | Stormy | Medium | 2 | Meal | motorcycle | 0.0 | No | Urban | 22.0 |
| 36465 | 33.0 | 4.4 | 19.878028 | 75.317475 | 20.008028 | 75.447475 | 12-02-2022 | 20:60 | 21:05 | Sandstorms | Jam | 0 | Buffet | motorcycle | 2.0 | No | Metropolitian | 48.0 |
| 36466 | 26.0 | NaN | 0.000000 | 0.000000 | 0.080000 | 0.080000 | 16-02-2022 | 23:50 | 23:55 | Cloudy | Low | 1 | Buffet | scooter | 1.0 | No | Metropolitian | 28.0 |
| 36467 | 26.0 | 4.9 | 12.978453 | 77.643685 | 13.038453 | 77.703685 | 05-03-2022 | 23:60 | 24:05 | Fog | Low | 2 | Buffet | electric_scooter | 1.0 | No | Urban | 14.0 |
| 36468 | 36.0 | 4.7 | 17.483216 | 78.552111 | 17.543216 | 78.612111 | 13-03-2022 | 17:25 | 17:35 | Fog | Medium | 2 | Drinks | scooter | 0.0 | No | Urban | 19.0 |
| 36469 | 24.0 | 5.0 | 12.972161 | 77.596014 | 13.032161 | 77.656014 | 09-03-2022 | 23:30 | 23:45 | Sunny | Low | 2 | Drinks | electric_scooter | 0.0 | No | Metropolitian | 22.0 |
| 36470 | 29.0 | 3.6 | 12.310972 | 76.659264 | 12.320972 | 76.669264 | 24-03-2022 | 11:30 | 11:45 | Sunny | High | 0 | Buffet | motorcycle | 3.0 | No | Metropolitian | 48.0 |
| 36471 | 31.0 | 4.7 | 12.970221 | 77.645396 | 12.980221 | 77.655396 | 13-03-2022 | 8:15 | 8:25 | Sunny | Low | 2 | Drinks | scooter | 0.0 | No | NaN | 18.0 |
| 36472 | 38.0 | 4.2 | 21.175975 | 72.795503 | 21.305975 | 72.925503 | 08-03-2022 | 18:15 | 18:30 | Cloudy | Medium | 2 | Meal | scooter | 1.0 | No | Metropolitian | 31.0 |
| 36473 | 25.0 | 4.9 | 13.027018 | 80.254791 | 13.137018 | 80.364791 | 25-03-2022 | 20:35 | 20:45 | Stormy | Jam | 0 | Meal | motorcycle | 1.0 | No | Metropolitian | 34.0 |